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experiment_log.json

@@ -1,23 +1,25 @@
 {
     "model": "XGBoost",
     "best_parameters": {
-        "learning_rate": 0.2,
-        "max_depth": 7,
-        "n_estimators": 200
+        "colsample_bytree": 0.8,
+        "learning_rate": 0.1,
+        "max_depth": 9,
+        "n_estimators": 300,
+        "subsample": 0.8
     },
     "metrics": {
         "accuracy": 0.6406449961607371,
-        "precision": 0.6894454382826476,
-        "recall": 0.7823792123426715,
-        "f1_score": 0.7329783187523773,
+        "precision": 0.7194363862411935,
+        "recall": 0.7048315062931384,
+        "f1_score": 0.712059064807219,
         "confusion_matrix": [
             [
-                576,
-                868
+                767,
+                677
             ],
             [
-                536,
-                1927
+                727,
+                1736
             ]
         ]
     }